Unité mixte de recherche 7235

Minimum Variance Portfolio Optimisation under Parameter Uncertainty: A Robust Control Approach

Bertrand Maillet, Sessi Tokpavi, Benoit Vaucher

[en]The global minimum variance portfolio computed using the sample covariance matrix is known to be negatively affected by parameter uncertainty. Using a robust control approach, we introduce a portfolio rule for investors who wish to invest in the global minimum variance portfolio due to its strong historical track record but seek a rule that is robust to parameter uncertainty. Our robust portfolio theoretically corresponds to the global minimum variance portfolio in the worst-case scenario, with respect to a set of plausible alternative estimators of the covariance matrix, in the neighbourhood of the sample covariance matrix. Hence, it provides protection against errors in the reference sample covariance matrix. Monte Carlo simulations illustrate the dominance of the robust portfolio over its non-robust counterpart, in terms of portfolio stability, variance and risk-adjusted returns. Empirically, we compare the out-of-sample performance of the robust portfolio to various competing minimum variance portfolio rules in the literature. We observe that the robust portfolio often has lower turnover and variance and higher Sharpe ratios than the competing minimum variance portfolios.[/en]

AGENDA

lundi 5 décembre 2022

Law, Institutions and Economics in Nanterre (LIEN)

Vincent Lefrère (Institut Mines Telecom)

En salle 614 et en distanciel

Privacy, Data and Competition: The Case of Apps For Young Children

mardi 6 décembre 2022

Recherche et Economie et Socioéconomie Politique, des Institutions et des Régulations (RESPIR)

Eric Monnet (EHESS et PSE)

Le rôle d’amortisseur des banques centrales – une perspective historique

jeudi 8 décembre 2022

Lunch

Georges Prat

12h - 13h, salle 110

Modeling ex-ante risk premiums in the oil market

lundi 12 décembre 2022

Law, Institutions and Economics in Nanterre (LIEN)

Clément Brébion (Copenhagen BS)

En salle 614 et en distanciel

Unemployment Insurance Eligibility and Employment Duration

mardi 13 décembre 2022

Développement Durable Environnement et Energie (DDEE)

Nicolas Astier (Paris School of Economics)

16h-17h

Riding together: eliciting travelers’ preferences for long-distance carpooling

mercredi 14 décembre 2022

Économies du monde musulman

Mohamed Touati Tliba (École Supérieure de Commerce, Alger)

The scientific wealth of nations with special reference to MENA region: a cross-country productivity analysis of academic research

jeudi 15 décembre 2022

Doctorants

Pablo Aguilar Perez

TBA

jeudi 15 décembre 2022

Groupe de travail « Intelligence artificielle »

Matthieu Lapaty (UPMC)

TBA

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